exp1

exp1/README.MD

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+# HPA-RMVPE
+This repository hosts an experimental integration of the **HyperACE** architecture (YOLOv13) into the **RMVPE** pitch extractor.
+
+Despite being a test version, this model has achieved **excellent results**, reaching our highest Raw Pitch Accuracy (RPA) metrics to date.
+
+## 📂 Datasets
+
+Training was conducted using a combination of the following datasets to ensure timbral variety:
+
+*   **MIR-1K**
+*   **PTDB-TUG**
+*   **VocalSet**
+
+## ⚠️ Training Disclaimer
+
+**Training was not continuous.** Due to operational constraints, the process was fragmented into multiple sessions (paused and resumed). This may have affected the learning rate scheduler and optimizer states, potentially preventing the model from reaching its absolute theoretical convergence. However, current performance is outstanding.
+
+## 🐛 Known Limitations
+
+*   **Silence Instability:** The model currently exhibits minor instability (jitter or noise) during segments of absolute silence. This is expected due to the nature of HyperACE's global attention and will be addressed in future updates.

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